Guidelines for GPAI Models: EU Definitions and Requirements
The Commission sets a computational threshold of 10²³ FLOPs for GPAI models, while models with 10²⁵ FLOPs or higher are classified as systemic risk systems requiring comprehensive risk assessments and notification within two weeks, with providers obligated to maintain documentation, publish training data summaries, and
Natural Language Autoencoders: Making Claude’s Thoughts Readable
Anthropic introduces natural language autoencoders that convert Claude’s internal activations into readable text explanations, a technology that has already helped identify security issues and improve AI model behavior using two specialized systems that explain activations in language and reconstruct them for validatio